| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| AI-generated image detection | StarGAN | Accuracy100 | 24 | |
| AI-generated image detection | StarGAN generator (test) | AP100 | 17 | |
| Defense against facial generation | StarGAN | DSR99.2 | 9 | |
| Adversarial Attack on Deepfake Detectors | StarGAN (test) | ASR (DCTA)96.4 | 9 | |
| Face Attribute Editing Defense | StarGAN (test) | AUC (JPEG Compression)0.704 | 7 | |
| Deepfake Attack | StarGAN spatial-based (test) | ResNet Accuracy100 | 4 | |
| Facial Attribute Editing Defense | StarGAN (test) | PSNR35.838 | 3 | |
| Facial Attribute Editing Defense | StarGAN | DSR98.8 | 3 |